Noise2Self (N2S)[1]} is a blind-spot network and is the first such method to present a blind zero-shot version of itself. This is achieved by restricting the training set to a single image. Other methods can be similarly adapted, such as N2V [2]}. However, since these methods were originally tailored to train on large representative training sets, accuracy can be underwhelming and inconsistent with such adaptations.
